{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mean-Variance Model\n",
    "<font color=gray size=5>Main Topics:</font>\n",
    "1. Construct portfolio using random weight;\n",
    "2. Find efficient frontier using minimize in scipy;\n",
    "3. CML"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step I Load Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib as mpl\n",
    "from matplotlib import pyplot as plt\n",
    "import seaborn as sns\n",
    "from pylab import *\n",
    "from matplotlib.font_manager import FontProperties\n",
    "import sys as sy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>中国重汽</th>\n",
       "      <th>道恩股份</th>\n",
       "      <th>白云机场</th>\n",
       "      <th>东风汽车</th>\n",
       "      <th>中石化</th>\n",
       "      <th>中海油</th>\n",
       "      <th>中石油</th>\n",
       "      <th>上汽</th>\n",
       "      <th>比亚迪</th>\n",
       "      <th>on_b</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021/1/4</td>\n",
       "      <td>31.88</td>\n",
       "      <td>206.76</td>\n",
       "      <td>25.61</td>\n",
       "      <td>14.04</td>\n",
       "      <td>9.22</td>\n",
       "      <td>4.03</td>\n",
       "      <td>23.55</td>\n",
       "      <td>13.40</td>\n",
       "      <td>4.19</td>\n",
       "      <td>0.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021/1/5</td>\n",
       "      <td>31.08</td>\n",
       "      <td>219.90</td>\n",
       "      <td>25.60</td>\n",
       "      <td>13.81</td>\n",
       "      <td>8.88</td>\n",
       "      <td>4.02</td>\n",
       "      <td>22.71</td>\n",
       "      <td>12.86</td>\n",
       "      <td>4.18</td>\n",
       "      <td>0.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021/1/6</td>\n",
       "      <td>32.50</td>\n",
       "      <td>216.30</td>\n",
       "      <td>26.88</td>\n",
       "      <td>13.54</td>\n",
       "      <td>8.48</td>\n",
       "      <td>4.11</td>\n",
       "      <td>22.97</td>\n",
       "      <td>13.90</td>\n",
       "      <td>4.25</td>\n",
       "      <td>0.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2021/1/7</td>\n",
       "      <td>33.93</td>\n",
       "      <td>225.04</td>\n",
       "      <td>25.70</td>\n",
       "      <td>12.83</td>\n",
       "      <td>8.43</td>\n",
       "      <td>4.12</td>\n",
       "      <td>23.23</td>\n",
       "      <td>14.45</td>\n",
       "      <td>4.25</td>\n",
       "      <td>0.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2021/1/8</td>\n",
       "      <td>33.76</td>\n",
       "      <td>227.51</td>\n",
       "      <td>26.07</td>\n",
       "      <td>13.18</td>\n",
       "      <td>8.20</td>\n",
       "      <td>4.19</td>\n",
       "      <td>25.55</td>\n",
       "      <td>14.72</td>\n",
       "      <td>4.29</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       date   中国重汽    道恩股份   白云机场   东风汽车   中石化   中海油    中石油     上汽   比亚迪  on_b\n",
       "0  2021/1/4  31.88  206.76  25.61  14.04  9.22  4.03  23.55  13.40  4.19  0.90\n",
       "1  2021/1/5  31.08  219.90  25.60  13.81  8.88  4.02  22.71  12.86  4.18  0.73\n",
       "2  2021/1/6  32.50  216.30  26.88  13.54  8.48  4.11  22.97  13.90  4.25  0.61\n",
       "3  2021/1/7  33.93  225.04  25.70  12.83  8.43  4.12  23.23  14.45  4.25  0.92\n",
       "4  2021/1/8  33.76  227.51  26.07  13.18  8.20  4.19  25.55  14.72  4.29  1.00"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('test.csv',encoding=\"utf_8\")\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "r_f = df['on_b']/100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>东风汽车</th>\n",
       "      <th>比亚迪</th>\n",
       "      <th>上汽</th>\n",
       "      <th>道恩股份</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-01-04</th>\n",
       "      <td>14.04</td>\n",
       "      <td>4.19</td>\n",
       "      <td>13.40</td>\n",
       "      <td>206.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-05</th>\n",
       "      <td>13.81</td>\n",
       "      <td>4.18</td>\n",
       "      <td>12.86</td>\n",
       "      <td>219.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-06</th>\n",
       "      <td>13.54</td>\n",
       "      <td>4.25</td>\n",
       "      <td>13.90</td>\n",
       "      <td>216.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-07</th>\n",
       "      <td>12.83</td>\n",
       "      <td>4.25</td>\n",
       "      <td>14.45</td>\n",
       "      <td>225.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-08</th>\n",
       "      <td>13.18</td>\n",
       "      <td>4.29</td>\n",
       "      <td>14.72</td>\n",
       "      <td>227.51</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             东风汽车   比亚迪     上汽    道恩股份\n",
       "date                                  \n",
       "2021-01-04  14.04  4.19  13.40  206.76\n",
       "2021-01-05  13.81  4.18  12.86  219.90\n",
       "2021-01-06  13.54  4.25  13.90  216.30\n",
       "2021-01-07  12.83  4.25  14.45  225.04\n",
       "2021-01-08  13.18  4.29  14.72  227.51"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1 = df.loc[:,['date','东风汽车','比亚迪','上汽','道恩股份']]\n",
    "df1['date'] = pd.to_datetime(df1['date'])\n",
    "df1 = df1.reset_index().set_index('date')\n",
    "df1 = df1.drop(['index'],axis=1)\n",
    "df1.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='date'>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x540 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "matplotlib.matplotlib_fname()\n",
    "#plt.style.use('seaborn')\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  # legend in chinese font\n",
    "plt.rcParams['axes.unicode_minus'] = False  # correct the mines sign\n",
    "\n",
    "returns = np.log(df1/df1.shift(1))\n",
    "returns.plot(figsize=(14,7.5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def weight(n):\n",
    "    w=np.random.random(n)\n",
    "    return w/sum(w)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def portfolio(r,w):\n",
    "    r_mean=r.mean()*252  #average return of stocks\n",
    "    p_mean=np.sum(r_mean*w)  #average return of portfilio\n",
    "    r_cov=r.cov()*252  #covariance \n",
    "    p_var=np.dot(w.T, np.dot(r_cov,w))  #variance of the portfolio\n",
    "    p_std=np.sqrt(p_var) #standard deviation of the portfolio\n",
    "    p_sharpe=(p_mean-np.mean(r_f.values))/p_std\n",
    "    return p_mean,p_std,p_sharpe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mean and Std of Returns')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p_mean,p_std,p_sharpe=np.column_stack([portfolio(returns,weight(4)) for i in range(8000)]) #combine the columns\n",
    "plt.style.use('seaborn-paper')\n",
    "plt.figure(figsize = (14,8))\n",
    "cm = plt.cm.get_cmap('PuBuGn') \n",
    "plt.scatter(p_std, p_mean, c=p_sharpe, marker = 'o',cmap=cm)\n",
    "plt.grid(True)   #grid on\n",
    "plt.xlabel('std')\n",
    "plt.ylabel('mean')\n",
    "plt.colorbar(label = 'Sharpe')\n",
    "plt.title('Mean and Std of Returns')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step II Calculate Efficient Frontier "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Objective function：**   \n",
    "$$ \\large min_{w}\\delta^2(r_p)= \\sum\\sum w_i w_j cov(r_i,r_j)= w^TVw $$\n",
    "\n",
    "**constraint：**\n",
    "\n",
    "$$ \\large \\sum \\omega_i =1,\\omega_i\\geq 0 $$\n",
    "\n",
    "$$ \\large E(\\ r_p)=\\sum \\omega_i \\ r_i $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.optimize import minimize \n",
    "t_returns=list(np.linspace(0,0.4,100)) #generate 100 equally spaced target returns range from 0.5--0.75\n",
    "# minimize the variance portfolio case I: short selling is not allowed\n",
    "def min_variance(w):\n",
    "    return portfolio(returns,w)[1]**2  \n",
    "cons = ({'type':'eq','fun':lambda w:portfolio(returns,w)[0]-t_returns[2]},{'type':'eq','fun':lambda w:np.sum(w)-1})\n",
    "res = minimize(min_variance,weight(4),bounds=((0,1),(0,1),(0,1),(0,1)),constraints = cons)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "#generate min-variance portfolio for different returns\n",
    "t_std = []\n",
    "for t in t_returns:\n",
    "    cons = ({'type':'eq','fun':lambda w:portfolio(returns,w)[0]-t},{'type':'eq','fun':lambda w:np.sum(w)-1})\n",
    "    res = minimize(min_variance,weight(4),bounds=((-1,1),(-1,1),(-1,1),(-1,1)),constraints = cons)\n",
    "    t_std.append(res['fun'])\n",
    "t_std = np.sqrt(np.array(t_std))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mean and Std of Returns')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# visualization\n",
    "plt.figure(figsize = (14,8))\n",
    "#portfolio with random generated weight\n",
    "plt.scatter(p_std, p_mean, c=p_sharpe, marker = 'o',cmap=cm)\n",
    "# min-variance frontier\n",
    "plt.scatter(t_std,t_returns, c = 'red',marker='*')\n",
    "plt.grid(True)\n",
    "plt.xlabel('std')\n",
    "plt.ylabel('mean')\n",
    "#plt.colorbar(label = 'Sharpe')\n",
    "plt.title('Mean and Std of Returns')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Mean and Std of Returns')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#visualization of the efficient frontier\n",
    "ind=np.argmin(t_std)\n",
    "e_std = t_std[ind:]\n",
    "e_returns=t_returns[ind:]\n",
    "plt.figure(figsize = (14,8))\n",
    "#filled circle: portfolio with randomly generated weights\n",
    "plt.scatter(p_std, p_mean, c=p_sharpe, marker = 'o',cmap=cm)\n",
    "#plt.scatter(t_std,t_returns, c = (np.array(t_returns)-r_f)/t_std,marker = '*')\n",
    "#efficient frontier\n",
    "plt.plot(e_std,e_returns,'r.',markersize=5)\n",
    "plt.grid(True)\n",
    "plt.xlabel('std')\n",
    "plt.ylabel('mean')\n",
    "plt.colorbar(label = 'Sharpe')\n",
    "plt.title('Mean and Std of Returns')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tangency portfolio "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "## optimize the sharpe ratio\n",
    "def min_sharpe(w):\n",
    "    return -portfolio(returns,w)[2]\n",
    "cons = ({'type':'eq','fun':lambda w:np.sum(w)-1})\n",
    "res = minimize(min_sharpe,weight(4),bounds=((0,1),(0,1),(0,1),(0,1)),constraints = cons)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.2885228602979908, 0.29460113962710316, 0.9126574305240206)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#mean,variance of the tangency portfolio\n",
    "p_opt=portfolio(returns,res['x'])\n",
    "p_opt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the tangency portfolio is：\n",
      "return： 28.85%\n",
      "standard deviation： 29.46%\n",
      "sharpe ratio: 0.91\n"
     ]
    }
   ],
   "source": [
    "print(\"the tangency portfolio is：\")\n",
    "print(\"return：\",'%.2f%%' % (p_opt[0] * 100))\n",
    "print(\"standard deviation：\",'%.2f%%' % (p_opt[1] * 100) )\n",
    "print(\"sharpe ratio:\",'%.2f' % (p_opt[2] ) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1fc1ffc9520>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# \n",
    "plt.figure(figsize = (14,8))\n",
    "#\n",
    "plt.scatter(p_std, p_mean, c=p_sharpe, marker = 'o',cmap=cm)\n",
    "#\n",
    "plt.scatter(p_opt[1],p_opt[0],c='red',marker='d',s=60)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "cml = lambda x: p_opt[2]*(x-p_opt[1])+p_opt[0]\n",
    "x = np.linspace(0.2,0.6,100)\n",
    "y = [cml(i) for i in x]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1fc20074970>]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1008x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# \n",
    "plt.figure(figsize = (14,8))\n",
    "#\n",
    "plt.scatter(p_std, p_mean, c=p_sharpe, marker = 'o')\n",
    "#\n",
    "plt.scatter(p_opt[1],p_opt[0],c='red',marker='d',s=60)\n",
    "plt.plot(x,y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Exercise I: please find at least five assets and construct your portfolio:**\n",
    "\n",
    "    1. basic statistic analysis of the asset log returns;\n",
    "    2. find and visualize the efficient frontier (with short sale and without short sale);\n",
    "    3. find the cml curve;\n",
    "    4. write a report to analyse your results and explain the reason of your selection, \n",
    "    and the performance of your portfolio."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Understand the diversification"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>600115.SH</th>\n",
       "      <th>600111.SH</th>\n",
       "      <th>600109.SH</th>\n",
       "      <th>600104.SH</th>\n",
       "      <th>600085.SH</th>\n",
       "      <th>600068.SH</th>\n",
       "      <th>600066.SH</th>\n",
       "      <th>600061.SH</th>\n",
       "      <th>600036.SH</th>\n",
       "      <th>600028.SH</th>\n",
       "      <th>...</th>\n",
       "      <th>600276.SH</th>\n",
       "      <th>600233.SH</th>\n",
       "      <th>600208.SH</th>\n",
       "      <th>600196.SH</th>\n",
       "      <th>600183.SH</th>\n",
       "      <th>600177.SH</th>\n",
       "      <th>600176.SH</th>\n",
       "      <th>600161.SH</th>\n",
       "      <th>600150.SH</th>\n",
       "      <th>600118.SH</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2021-01-04</th>\n",
       "      <td>4.62</td>\n",
       "      <td>13.45</td>\n",
       "      <td>16.23</td>\n",
       "      <td>23.55</td>\n",
       "      <td>24.38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.40</td>\n",
       "      <td>13.92</td>\n",
       "      <td>43.17</td>\n",
       "      <td>4.03</td>\n",
       "      <td>...</td>\n",
       "      <td>111.20</td>\n",
       "      <td>11.59</td>\n",
       "      <td>3.09</td>\n",
       "      <td>52.97</td>\n",
       "      <td>27.91</td>\n",
       "      <td>7.18</td>\n",
       "      <td>20.39</td>\n",
       "      <td>40.81</td>\n",
       "      <td>18.26</td>\n",
       "      <td>33.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-05</th>\n",
       "      <td>4.61</td>\n",
       "      <td>13.56</td>\n",
       "      <td>17.53</td>\n",
       "      <td>22.71</td>\n",
       "      <td>25.72</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.41</td>\n",
       "      <td>14.00</td>\n",
       "      <td>42.18</td>\n",
       "      <td>4.02</td>\n",
       "      <td>...</td>\n",
       "      <td>113.23</td>\n",
       "      <td>12.75</td>\n",
       "      <td>3.09</td>\n",
       "      <td>52.60</td>\n",
       "      <td>28.62</td>\n",
       "      <td>7.26</td>\n",
       "      <td>19.97</td>\n",
       "      <td>41.19</td>\n",
       "      <td>18.23</td>\n",
       "      <td>36.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-06</th>\n",
       "      <td>4.61</td>\n",
       "      <td>13.51</td>\n",
       "      <td>16.94</td>\n",
       "      <td>22.97</td>\n",
       "      <td>25.40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.41</td>\n",
       "      <td>13.80</td>\n",
       "      <td>44.15</td>\n",
       "      <td>4.11</td>\n",
       "      <td>...</td>\n",
       "      <td>113.72</td>\n",
       "      <td>12.21</td>\n",
       "      <td>3.07</td>\n",
       "      <td>53.81</td>\n",
       "      <td>27.70</td>\n",
       "      <td>7.26</td>\n",
       "      <td>20.09</td>\n",
       "      <td>41.43</td>\n",
       "      <td>18.51</td>\n",
       "      <td>36.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-07</th>\n",
       "      <td>4.53</td>\n",
       "      <td>13.95</td>\n",
       "      <td>16.94</td>\n",
       "      <td>23.23</td>\n",
       "      <td>25.08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.08</td>\n",
       "      <td>13.83</td>\n",
       "      <td>45.90</td>\n",
       "      <td>4.12</td>\n",
       "      <td>...</td>\n",
       "      <td>115.00</td>\n",
       "      <td>11.85</td>\n",
       "      <td>3.06</td>\n",
       "      <td>52.24</td>\n",
       "      <td>28.02</td>\n",
       "      <td>7.19</td>\n",
       "      <td>22.10</td>\n",
       "      <td>40.90</td>\n",
       "      <td>18.66</td>\n",
       "      <td>36.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-08</th>\n",
       "      <td>4.59</td>\n",
       "      <td>13.81</td>\n",
       "      <td>16.38</td>\n",
       "      <td>25.55</td>\n",
       "      <td>25.31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.98</td>\n",
       "      <td>13.86</td>\n",
       "      <td>46.60</td>\n",
       "      <td>4.19</td>\n",
       "      <td>...</td>\n",
       "      <td>113.22</td>\n",
       "      <td>12.09</td>\n",
       "      <td>3.08</td>\n",
       "      <td>52.37</td>\n",
       "      <td>29.20</td>\n",
       "      <td>7.32</td>\n",
       "      <td>21.70</td>\n",
       "      <td>44.99</td>\n",
       "      <td>18.16</td>\n",
       "      <td>36.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-11</th>\n",
       "      <td>4.49</td>\n",
       "      <td>14.29</td>\n",
       "      <td>16.34</td>\n",
       "      <td>26.43</td>\n",
       "      <td>24.77</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.54</td>\n",
       "      <td>13.48</td>\n",
       "      <td>48.42</td>\n",
       "      <td>4.06</td>\n",
       "      <td>...</td>\n",
       "      <td>111.30</td>\n",
       "      <td>11.71</td>\n",
       "      <td>3.06</td>\n",
       "      <td>50.13</td>\n",
       "      <td>29.24</td>\n",
       "      <td>7.30</td>\n",
       "      <td>21.72</td>\n",
       "      <td>46.15</td>\n",
       "      <td>18.19</td>\n",
       "      <td>36.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-12</th>\n",
       "      <td>4.55</td>\n",
       "      <td>14.55</td>\n",
       "      <td>17.15</td>\n",
       "      <td>26.16</td>\n",
       "      <td>24.71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.72</td>\n",
       "      <td>14.02</td>\n",
       "      <td>49.70</td>\n",
       "      <td>4.15</td>\n",
       "      <td>...</td>\n",
       "      <td>114.10</td>\n",
       "      <td>11.61</td>\n",
       "      <td>3.07</td>\n",
       "      <td>51.01</td>\n",
       "      <td>29.03</td>\n",
       "      <td>7.35</td>\n",
       "      <td>22.85</td>\n",
       "      <td>45.80</td>\n",
       "      <td>18.93</td>\n",
       "      <td>37.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-13</th>\n",
       "      <td>4.60</td>\n",
       "      <td>15.33</td>\n",
       "      <td>16.88</td>\n",
       "      <td>25.05</td>\n",
       "      <td>24.19</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.47</td>\n",
       "      <td>13.74</td>\n",
       "      <td>49.40</td>\n",
       "      <td>4.22</td>\n",
       "      <td>...</td>\n",
       "      <td>112.57</td>\n",
       "      <td>11.85</td>\n",
       "      <td>3.06</td>\n",
       "      <td>50.13</td>\n",
       "      <td>30.17</td>\n",
       "      <td>7.44</td>\n",
       "      <td>22.72</td>\n",
       "      <td>44.50</td>\n",
       "      <td>19.19</td>\n",
       "      <td>37.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-14</th>\n",
       "      <td>4.61</td>\n",
       "      <td>15.30</td>\n",
       "      <td>16.20</td>\n",
       "      <td>25.12</td>\n",
       "      <td>24.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.65</td>\n",
       "      <td>13.52</td>\n",
       "      <td>49.05</td>\n",
       "      <td>4.23</td>\n",
       "      <td>...</td>\n",
       "      <td>110.18</td>\n",
       "      <td>11.90</td>\n",
       "      <td>3.07</td>\n",
       "      <td>49.10</td>\n",
       "      <td>30.37</td>\n",
       "      <td>7.40</td>\n",
       "      <td>21.90</td>\n",
       "      <td>42.45</td>\n",
       "      <td>18.72</td>\n",
       "      <td>34.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-15</th>\n",
       "      <td>4.58</td>\n",
       "      <td>13.84</td>\n",
       "      <td>16.12</td>\n",
       "      <td>25.70</td>\n",
       "      <td>24.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>14.45</td>\n",
       "      <td>13.75</td>\n",
       "      <td>51.14</td>\n",
       "      <td>4.24</td>\n",
       "      <td>...</td>\n",
       "      <td>109.83</td>\n",
       "      <td>12.01</td>\n",
       "      <td>3.10</td>\n",
       "      <td>50.10</td>\n",
       "      <td>28.88</td>\n",
       "      <td>7.39</td>\n",
       "      <td>22.17</td>\n",
       "      <td>41.10</td>\n",
       "      <td>18.37</td>\n",
       "      <td>34.57</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 300 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            600115.SH  600111.SH  600109.SH  600104.SH  600085.SH  600068.SH  \\\n",
       "date                                                                           \n",
       "2021-01-04       4.62      13.45      16.23      23.55      24.38        NaN   \n",
       "2021-01-05       4.61      13.56      17.53      22.71      25.72        NaN   \n",
       "2021-01-06       4.61      13.51      16.94      22.97      25.40        NaN   \n",
       "2021-01-07       4.53      13.95      16.94      23.23      25.08        NaN   \n",
       "2021-01-08       4.59      13.81      16.38      25.55      25.31        NaN   \n",
       "2021-01-11       4.49      14.29      16.34      26.43      24.77        NaN   \n",
       "2021-01-12       4.55      14.55      17.15      26.16      24.71        NaN   \n",
       "2021-01-13       4.60      15.33      16.88      25.05      24.19        NaN   \n",
       "2021-01-14       4.61      15.30      16.20      25.12      24.50        NaN   \n",
       "2021-01-15       4.58      13.84      16.12      25.70      24.50        NaN   \n",
       "\n",
       "            600066.SH  600061.SH  600036.SH  600028.SH  ...  600276.SH  \\\n",
       "date                                                    ...              \n",
       "2021-01-04      16.40      13.92      43.17       4.03  ...     111.20   \n",
       "2021-01-05      15.41      14.00      42.18       4.02  ...     113.23   \n",
       "2021-01-06      15.41      13.80      44.15       4.11  ...     113.72   \n",
       "2021-01-07      15.08      13.83      45.90       4.12  ...     115.00   \n",
       "2021-01-08      14.98      13.86      46.60       4.19  ...     113.22   \n",
       "2021-01-11      14.54      13.48      48.42       4.06  ...     111.30   \n",
       "2021-01-12      14.72      14.02      49.70       4.15  ...     114.10   \n",
       "2021-01-13      14.47      13.74      49.40       4.22  ...     112.57   \n",
       "2021-01-14      14.65      13.52      49.05       4.23  ...     110.18   \n",
       "2021-01-15      14.45      13.75      51.14       4.24  ...     109.83   \n",
       "\n",
       "            600233.SH  600208.SH  600196.SH  600183.SH  600177.SH  600176.SH  \\\n",
       "date                                                                           \n",
       "2021-01-04      11.59       3.09      52.97      27.91       7.18      20.39   \n",
       "2021-01-05      12.75       3.09      52.60      28.62       7.26      19.97   \n",
       "2021-01-06      12.21       3.07      53.81      27.70       7.26      20.09   \n",
       "2021-01-07      11.85       3.06      52.24      28.02       7.19      22.10   \n",
       "2021-01-08      12.09       3.08      52.37      29.20       7.32      21.70   \n",
       "2021-01-11      11.71       3.06      50.13      29.24       7.30      21.72   \n",
       "2021-01-12      11.61       3.07      51.01      29.03       7.35      22.85   \n",
       "2021-01-13      11.85       3.06      50.13      30.17       7.44      22.72   \n",
       "2021-01-14      11.90       3.07      49.10      30.37       7.40      21.90   \n",
       "2021-01-15      12.01       3.10      50.10      28.88       7.39      22.17   \n",
       "\n",
       "            600161.SH  600150.SH  600118.SH  \n",
       "date                                         \n",
       "2021-01-04      40.81      18.26      33.50  \n",
       "2021-01-05      41.19      18.23      36.85  \n",
       "2021-01-06      41.43      18.51      36.00  \n",
       "2021-01-07      40.90      18.66      36.71  \n",
       "2021-01-08      44.99      18.16      36.81  \n",
       "2021-01-11      46.15      18.19      36.81  \n",
       "2021-01-12      45.80      18.93      37.88  \n",
       "2021-01-13      44.50      19.19      37.70  \n",
       "2021-01-14      42.45      18.72      34.23  \n",
       "2021-01-15      41.10      18.37      34.57  \n",
       "\n",
       "[10 rows x 300 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('stock300.csv')\n",
    "df['date'] = pd.to_datetime(df['date'],format='%Y%m%d')\n",
    "df = df.sort_values(by='date')\n",
    "df2 = df.reset_index().set_index('date')\n",
    "df2 = df2.drop(['index'],axis=1)\n",
    "df2.dropna(inplace=True)\n",
    "df2.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "return_stocks=np.log(df2/df2.shift(1))\n",
    "n = len(return_stocks.columns)\n",
    "vol_port = np.zeros(n)\n",
    "for i in range(1,n+1):\n",
    "    w = np.ones(i)/i\n",
    "    cov = 252*return_stocks.iloc[:,:i].cov()\n",
    "    vol_port[i-1] = np.sqrt(np.dot(w,np.dot(cov,w.T)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'vol of the portfolio')"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "N_list = np.arange(n)+1\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(N_list,vol_port)\n",
    "plt.xlabel('size of the portfolio')\n",
    "plt.ylabel('vol of the portfolio')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
